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# llm

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3 Classifiers, 3 Answers: Why CoT Faithfulness Scores Are Meaningless

3 Classifiers, 3 Answers: Why CoT Faithfulness Scores Are Meaningless

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6 min read
Kanel v4: Generate Markdown from Postgres

Kanel v4: Generate Markdown from Postgres

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3 min read
Top 10 Cheapest Providers for DeepSeek V3.2 in 2026
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Top 10 Cheapest Providers for DeepSeek V3.2 in 2026

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4 min read
Why Claude's Free Tier Runs Out Faster Than You Think — The Token Math Nobody Explains
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Why Claude's Free Tier Runs Out Faster Than You Think — The Token Math Nobody Explains

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8 min read
Parameter Count Is the Worst Way to Pick a Model on 8GB VRAM

Parameter Count Is the Worst Way to Pick a Model on 8GB VRAM

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5 min read
Seven principles of real memory for AI agents

Seven principles of real memory for AI agents

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12 min read
I Added Self-Hosted GPU Training to MetaClaw — Here's How to Train Your AI Agent on Your Own A100s

I Added Self-Hosted GPU Training to MetaClaw — Here's How to Train Your AI Agent on Your Own A100s

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2 min read
I tried every major LLM observability platform. Traceport changed how I think about AI gateways.
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I tried every major LLM observability platform. Traceport changed how I think about AI gateways.

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4 min read
Inference Engines - A visual deep dive into the layers of an LLM

Inference Engines - A visual deep dive into the layers of an LLM

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1 min read
MCP Explained Simply: How AI Talk to Your Data
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MCP Explained Simply: How AI Talk to Your Data

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28 min read
Open Source Project of the Day (Part 28): Graphiti - Building Real-Time Knowledge Graphs for AI Agents

Open Source Project of the Day (Part 28): Graphiti - Building Real-Time Knowledge Graphs for AI Agents

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7 min read
Your AI Agent’s Prompt Is the Bottleneck, Not the Model

Your AI Agent’s Prompt Is the Bottleneck, Not the Model

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7 min read
Step 3.5 Flash Series New Release! Available to All Step Plan Users!

Step 3.5 Flash Series New Release! Available to All Step Plan Users!

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2 min read
GPT-5.5 is in the API. Don't just bump the version string.
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GPT-5.5 is in the API. Don't just bump the version string.

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2 min read
Running AI on a Budget: 11 Tactics for Enterprise-Scale Efficiency
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Running AI on a Budget: 11 Tactics for Enterprise-Scale Efficiency

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8 min read
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